

"""simple docstring"""
import copy
import os
from typing import Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


_A							=  logging.get_logger(__name__)

_A							=  {
    """microsoft/git-base""": """https://huggingface.co/microsoft/git-base/resolve/main/config.json""",
}

class       lowerCamelCase	(       snake_case_   ):


  '''simple docstring'''







  SCREAMING_SNAKE_CASE					      =  """git_vision_model"""



  def __init__(self							,       _lowerCamelCase=768							,       _lowerCamelCase=3072							,       _lowerCamelCase=12							,       _lowerCamelCase=12							,       _lowerCamelCase=3							,       _lowerCamelCase=224							,       _lowerCamelCase=16							,       _lowerCamelCase="quick_gelu"							,       _lowerCamelCase=1e-5							,       _lowerCamelCase=0.0							,       _lowerCamelCase=0.02							,       **_lowerCamelCase							,       ):


        """simple docstring"""

        super().__init__(**_lowerCamelCase	)

        UpperCAmelCase__			:							Optional[int]							=    hidden_size
        UpperCAmelCase__			:							List[str]							=    intermediate_size
        UpperCAmelCase__			:							int							=    num_hidden_layers
        UpperCAmelCase__			:							Tuple							=    num_attention_heads
        UpperCAmelCase__			:							Any							=    num_channels
        UpperCAmelCase__			:							Tuple							=    patch_size
        UpperCAmelCase__			:							Dict							=    image_size
        UpperCAmelCase__			:							str							=    initializer_range
        UpperCAmelCase__			:							List[str]							=    attention_dropout
        UpperCAmelCase__			:							List[str]							=    layer_norm_eps
        UpperCAmelCase__			:							Any							=    hidden_act




  @classmethod
  def  _a      (cls							,       _lowerCamelCase							,       **_lowerCamelCase	):


        """simple docstring"""

        cls._set_token_in_kwargs(_lowerCamelCase	)

        UpperCAmelCase__					,		UpperCAmelCase__			:							Optional[Any]							=    cls.get_config_dict(_lowerCamelCase							,       **_lowerCamelCase	)

        # get the vision config dict if we are loading from GITConfig
        if config_dict.get("""model_type"""	) == "git":
              UpperCAmelCase__			:							str							=    config_dict["""vision_config"""]

        if "model_type" in config_dict and hasattr(cls							,       """model_type"""	) and config_dict["model_type"] != cls.model_type:
              logger.warning(
                  F"""You are using a model of type {config_dict['model_type']} to instantiate a model of type """
                  F"""{cls.model_type}. This is not supported for all configurations of models and can yield errors."""	)

        return cls.from_dict(_lowerCamelCase							,       **_lowerCamelCase	)




class       lowerCamelCase	(       snake_case_   ):


  '''simple docstring'''







  SCREAMING_SNAKE_CASE					      =  """git"""



  def __init__(self							,       _lowerCamelCase=None							,       _lowerCamelCase=30522							,       _lowerCamelCase=768							,       _lowerCamelCase=6							,       _lowerCamelCase=12							,       _lowerCamelCase=3072							,       _lowerCamelCase="gelu"							,       _lowerCamelCase=0.1							,       _lowerCamelCase=0.1							,       _lowerCamelCase=1024							,       _lowerCamelCase=0.02							,       _lowerCamelCase=1e-12							,       _lowerCamelCase=0							,       _lowerCamelCase="absolute"							,       _lowerCamelCase=True							,       _lowerCamelCase=False							,       _lowerCamelCase=101							,       _lowerCamelCase=102							,       _lowerCamelCase=None							,       **_lowerCamelCase							,       ):


        """simple docstring"""

        super().__init__(bos_token_id=_lowerCamelCase							,       eos_token_id=_lowerCamelCase							,       pad_token_id=_lowerCamelCase							,       **_lowerCamelCase	)

        if vision_config is None:
              UpperCAmelCase__			:							Tuple							=    {}
              logger.info("""vision_config is None. initializing the GitVisionConfig with default values."""	)

        UpperCAmelCase__			:							Tuple							=    GitVisionConfig(**_lowerCamelCase	)
        UpperCAmelCase__			:							Any							=    vocab_size
        UpperCAmelCase__			:							Dict							=    hidden_size
        UpperCAmelCase__			:							str							=    num_hidden_layers
        UpperCAmelCase__			:							Optional[int]							=    num_attention_heads
        UpperCAmelCase__			:							Optional[Any]							=    hidden_act
        UpperCAmelCase__			:							Union[str, Any]							=    intermediate_size
        UpperCAmelCase__			:							Optional[Any]							=    hidden_dropout_prob
        UpperCAmelCase__			:							Union[str, Any]							=    attention_probs_dropout_prob
        UpperCAmelCase__			:							Optional[int]							=    max_position_embeddings
        UpperCAmelCase__			:							Optional[Any]							=    initializer_range
        UpperCAmelCase__			:							str							=    layer_norm_eps
        UpperCAmelCase__			:							Any							=    position_embedding_type
        UpperCAmelCase__			:							int							=    use_cache
        UpperCAmelCase__			:							Optional[int]							=    tie_word_embeddings
        UpperCAmelCase__			:							Any							=    num_image_with_embedding

        UpperCAmelCase__			:							Dict							=    bos_token_id
        UpperCAmelCase__			:							Union[str, Any]							=    eos_token_id




  def  _a      (self	):


        """simple docstring"""

        UpperCAmelCase__			:							Tuple							=    copy.deepcopy(self.__dict__	)
        UpperCAmelCase__			:							Any							=    self.vision_config.to_dict()
        UpperCAmelCase__			:							Optional[int]							=    self.__class__.model_type
        return output


"""simple docstring"""



def 	_lowerCamelCase(	a   ,    a				):
       __a       =    0
       __a       =    len(a				) - 1

       while left <= right:
              # avoid divided by 0 during interpolation
              if sorted_collection[left] == sorted_collection[right]:
                     if sorted_collection[left] == item:
                            return left
                     else:
                            return None

              __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
                  sorted_collection[right] - sorted_collection[left]
              )

              # out of range check
              if point < 0 or point >= len(a				):
                     return None

              __a       =    sorted_collection[point]
              if current_item == item:
                     return point
              else:
                     if point < left:
                            __a       =    left
                            __a       =    point
                     elif point > right:
                            __a       =    right
                            __a       =    point
                     else:
                            if item < current_item:
                                   __a       =    point - 1
                            else:
                                   __a       =    point + 1
       return None



def 	_lowerCamelCase(	a   ,    a   ,    a   ,    a				):

       # avoid divided by 0 during interpolation
       if sorted_collection[left] == sorted_collection[right]:
              if sorted_collection[left] == item:
                     return left
              else:
                     return None

       __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
           sorted_collection[right] - sorted_collection[left]
       )

       # out of range check
       if point < 0 or point >= len(a				):
              return None

       if sorted_collection[point] == item:
              return point
       elif point < left:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       elif point > right:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       else:
              if sorted_collection[point] > item:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    a   ,    point - 1				)
              else:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    point + 1   ,    a				)



def 	_lowerCamelCase(	a				):
       if collection != sorted(a				):
              raise ValueError("Collection must be ascending sorted"				)
       return True


if __name__ == "__main__":
   import sys
   SCREAMING_SNAKE_CASE__:List[str]									=			0
   if debug == 1:
      SCREAMING_SNAKE_CASE__:Tuple									=			[10, 30, 40, 45, 50, 66, 77, 93]
      try:
         __assert_sorted(collection)
      except ValueError:
         sys.exit("""Sequence must be ascending sorted to apply interpolation search""")
      SCREAMING_SNAKE_CASE__:int									=			67

   SCREAMING_SNAKE_CASE__:List[str]									=			interpolation_search(collection, target)
   if result is not None:
      print(F'''{target} found at positions: {result}''')
   else:
      print("""Not found""")
